matchzoo.datasets.snli.load_data

SNLI data loader.

Module Contents

matchzoo.datasets.snli.load_data._url = https://nlp.stanford.edu/projects/snli/snli_1.0.zip
matchzoo.datasets.snli.load_data.load_data(stage: str = 'train', task: typing.Union[str, BaseTask] = 'classification', target_label: str = 'entailment', return_classes: bool = False) → typing.Union[matchzoo.DataPack, tuple]

Load SNLI data.

Parameters:
  • stage – One of train, dev, and test. (default: train)
  • task – Could be one of ranking, classification or a matchzoo.engine.BaseTask instance. (default: classification)
  • target_label – If ranking, chose one of entailment, contradiction and neutral as the positive label. (default: entailment)
  • return_classes – True to return classes for classification task, False otherwise.
Returns:

A DataPack unless task is classificiation and return_classes is True: a tuple of (DataPack, classes) in that case.
matchzoo.datasets.snli.load_data._download_data()
matchzoo.datasets.snli.load_data._read_data(path, task, target_label)